Run
523248

Run 523248

Task 3686 (Supervised Classification) house_16H Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_xval0
classif.rpart(39)_seed1
classif.rpart(39)_kindMersenne-Twister
classif.rpart(39)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8064
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.842
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6191
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13540.4045
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1571
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8414
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8429
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8429
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.377
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3964
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8684
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.349
UserCPU time millis testing
0.052
UserCPU time millis training
3.297